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Udemy - Real World Automated Machine Learning Projects Bootcamp 2022

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4 GB
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98
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Description
[ DevCourseWeb.com ] Real World Automated Machine Learning Projects Bootcamp 2022



If You Need More Stuff, kindly Visit and Support Us -->> https://DevCourseWeb.com







Instructors: Pianalytix

15 sections • 110 lectures • 9h 43m

Video: MP4 1280x720 44 KHz | English + Sub

Updated 2/2022 | Size: 4 GB



Solve Data Science Problems Using Auto-ML, Learn To Use Eval ML, Pycaret, Auto Keras, Auto SK Learn, H20 Auto ML



What you'll learn

Understand the full product workflow for the machine learning lifecycle.

Write clean, maintainable and performant code

Have a great intuition of many Auto Machine Learning models

Master Machine Learning and use it on the job

Learn to perform Classification and Regression modelling



Requirements

Knowledge Of Machine Learning

Description

Automated machine learning (AutoML) represents a fundamental shift in the way organizations of all sizes approach machine learning and data science. Applying traditional machine learning methods to real-world business problems is time-consuming, resource-intensive, and challenging. It requires experts in several disciplines, including data scientists – some of the most sought-after professionals in the job market right now.



If You Need More Stuff, kindly Visit and Support Us -->> https://CourseWikia.com



Get More Tutorials and Support Us -->> https://FreeCourseWeb.com



We upload these learning materials for the people from all over the world, who have the talent and motivation to sharpen their skills/ knowledge but do not have the financial support to afford the materials. If you like this content and if you are truly in a position that you can actually buy the materials, then Please, we repeat, Please, Support Authors. They Deserve it! Because always remember, without "Them", you and we won't be here having this conversation. Think about it! Peace...



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File list
  • Udemy - Real World Automated Machine Learning Projects Bootcamp 2022
  • ~Get Your Files Here !/1. Introduction/1. Introduction To The Course.mp4 34.2 MB
  • ~Get Your Files Here !/1. Introduction/2. Udemy Course Feedback.mp4 2 MB
  • ~Get Your Files Here !/10. Project-9 IPL Cricket Score Prediction Using TPOT (Auto ML)/1. Introduction to the Project.mp4 34.4 MB
  • ~Get Your Files Here !/10. Project-9 IPL Cricket Score Prediction Using TPOT (Auto ML)/2. Importing Libraries and DataSet.mp4 40.8 MB
  • ~Get Your Files Here !/10. Project-9 IPL Cricket Score Prediction Using TPOT (Auto ML)/3. Data Analysis and Cleaning.mp4 52 MB
  • ~Get Your Files Here !/10. Project-9 IPL Cricket Score Prediction Using TPOT (Auto ML)/4. Data Preprocessing.mp4 56.6 MB
  • ~Get Your Files Here !/10. Project-9 IPL Cricket Score Prediction Using TPOT (Auto ML)/5. Model Building using ML Algorithms.mp4 59.2 MB
  • ~Get Your Files Here !/10. Project-9 IPL Cricket Score Prediction Using TPOT (Auto ML)/6. Model Building using TPOT Auto ML Library-1.mp4 44.4 MB
  • ~Get Your Files Here !/10. Project-9 IPL Cricket Score Prediction Using TPOT (Auto ML)/7. Model Building using TPOT Auto ML Library-2.mp4 26.9 MB
  • ~Get Your Files Here !/11. Project-10 Predicting Bike Rentals Count Using ML And H2O Auto ML/1. Introduction to the Project.mp4 43.4 MB
  • ~Get Your Files Here !/11. Project-10 Predicting Bike Rentals Count Using ML And H2O Auto ML/2. Importing libraries and DataSet.mp4 33.9 MB
  • ~Get Your Files Here !/11. Project-10 Predicting Bike Rentals Count Using ML And H2O Auto ML/3. Data Analysis and Cleaning -1.mp4 68.5 MB
  • ~Get Your Files Here !/11. Project-10 Predicting Bike Rentals Count Using ML And H2O Auto ML/4. Data Analysis and Cleaning -2.mp4 33.7 MB
  • ~Get Your Files Here !/11. Project-10 Predicting Bike Rentals Count Using ML And H2O Auto ML/5. Data Preprocessing.mp4 31.2 MB
  • ~Get Your Files Here !/11. Project-10 Predicting Bike Rentals Count Using ML And H2O Auto ML/6. Splitting the Data.mp4 29.4 MB
  • ~Get Your Files Here !/11. Project-10 Predicting Bike Rentals Count Using ML And H2O Auto ML/7. Model Building and Prediction using ML.mp4 29.5 MB
  • ~Get Your Files Here !/11. Project-10 Predicting Bike Rentals Count Using ML And H2O Auto ML/8. Model Building and Prediction using H2O Auto ML Library.mp4 73.5 MB
  • ~Get Your Files Here !/12. Project-11 Concrete Compressive Strength Prediction Using Auto Keras (Auto ML)/1. Introduction to the Project.mp4 17.9 MB
  • ~Get Your Files Here !/12. Project-11 Concrete Compressive Strength Prediction Using Auto Keras (Auto ML)/2. Importing Libraries and Data Set.mp4 20.9 MB
  • ~Get Your Files Here !/12. Project-11 Concrete Compressive Strength Prediction Using Auto Keras (Auto ML)/3. Data Analysis.mp4 72.4 MB
  • ~Get Your Files Here !/12. Project-11 Concrete Compressive Strength Prediction Using Auto Keras (Auto ML)/4. Feature Engineering.mp4 36.4 MB
  • ~Get Your Files Here !/12. Project-11 Concrete Compressive Strength Prediction Using Auto Keras (Auto ML)/5. Model Building and Prediction using Deep Learning.mp4 46.7 MB
  • ~Get Your Files Here !/12. Project-11 Concrete Compressive Strength Prediction Using Auto Keras (Auto ML)/6. Model Building and Prediction using Auto Keras(Auto ML).mp4 70.3 MB
  • ~Get Your Files Here !/13. Project-12 Bangalore House Price Prediction Using Auto SK Learn (Auto ML)/1. Introduction to the Project.mp4 17.4 MB
  • ~Get Your Files Here !/13. Project-12 Bangalore House Price Prediction Using Auto SK Learn (Auto ML)/2. Importing Libraries and DataSet.mp4 19.7 MB
  • ~Get Your Files Here !/13. Project-12 Bangalore House Price Prediction Using Auto SK Learn (Auto ML)/3. Data Analysis and Feature Engineering.mp4 44.4 MB
  • ~Get Your Files Here !/13. Project-12 Bangalore House Price Prediction Using Auto SK Learn (Auto ML)/4. Data Preprocessing 1.mp4 53 MB
  • ~Get Your Files Here !/13. Project-12 Bangalore House Price Prediction Using Auto SK Learn (Auto ML)/5. Data Preprocessing 2.mp4 30.4 MB
  • ~Get Your Files Here !/13. Project-12 Bangalore House Price Prediction Using Auto SK Learn (Auto ML)/6. Model Building and Prediction using ML.mp4 34.5 MB
  • ~Get Your Files Here !/13. Project-12 Bangalore House Price Prediction Using Auto SK Learn (Auto ML)/7. Model Building and Prediction using Auto SK Learn(Auto ML).mp4 56.3 MB
  • ~Get Your Files Here !/14. Project-13 Hospital Mortality Prediction Using PyCaret (Auto ML)/1. Introduction to the Project.mp4 24.3 MB
  • ~Get Your Files Here !/14. Project-13 Hospital Mortality Prediction Using PyCaret (Auto ML)/2. Importing Libraries and DataSet.mp4 24.4 MB
  • ~Get Your Files Here !/14. Project-13 Hospital Mortality Prediction Using PyCaret (Auto ML)/3. Data Analysis and Preprocessing 1.mp4 56.4 MB
  • ~Get Your Files Here !/14. Project-13 Hospital Mortality Prediction Using PyCaret (Auto ML)/4. Data Analysis and Preprocessing 2.mp4 38.8 MB
  • ~Get Your Files Here !/14. Project-13 Hospital Mortality Prediction Using PyCaret (Auto ML)/5. Model Building using ML.mp4 24.4 MB
  • ~Get Your Files Here !/14. Project-13 Hospital Mortality Prediction Using PyCaret (Auto ML)/6. Model Building using Auto ML(PyCaret).mp4 82.6 MB
  • ~Get Your Files Here !/15. Project-14 Employee Evaluation For Promotion Using ML And Eval Auto ML/1. Introduction to the Project.mp4 15.4 MB
  • ~Get Your Files Here !/15. Project-14 Employee Evaluation For Promotion Using ML And Eval Auto ML/2. Importing Libraries and DataSet.mp4 19.5 MB
  • ~Get Your Files Here !/15. Project-14 Employee Evaluation For Promotion Using ML And Eval Auto ML/3. Data Analysis and Preprocessing 1.mp4 75.4 MB
  • ~Get Your Files Here !/15. Project-14 Employee Evaluation For Promotion Using ML And Eval Auto ML/4. Data Analysis and Preprocessing 2.mp4 29 MB
  • ~Get Your Files Here !/15. Project-14 Employee Evaluation For Promotion Using ML And Eval Auto ML/5. Model Building uisng ML.mp4 31.9 MB
  • ~Get Your Files Here !/15. Project-14 Employee Evaluation For Promotion Using ML And Eval Auto ML/6. Model Building and Prediction using Eval Auto ML.mp4 70.8 MB
  • ~Get Your Files Here !/2. Project-1 Heart Attack Risk Predictor Using Auto ML/1. Introduction.mp4 23.8 MB
  • ~Get Your Files Here !/2. Project-1 Heart Attack Risk Predictor Using Auto ML/1. Introduction.srt 4.2 KB
  • ~Get Your Files Here !/2. Project-1 Heart Attack Risk Predictor Using Auto ML/2. Importing Libraries and Datasets.mp4 15.7 MB
  • ~Get Your Files Here !/2. Project-1 Heart Attack Risk Predictor Using Auto ML/2. Importing Libraries and Datasets.srt 3 KB
  • ~Get Your Files Here !/2. Project-1 Heart Attack Risk Predictor Using Auto ML/3. Data Analysis.mp4 56.1 MB
  • ~Get Your Files Here !/2. Project-1 Heart Attack Risk Predictor Using Auto ML/3. Data Analysis.srt 10.4 KB
  • ~Get Your Files Here !/2. Project-1 Heart Attack Risk Predictor Using Auto ML/4. Model Building Part 1.mp4 46.7 MB
  • ~Get Your Files Here !/2. Project-1 Heart Attack Risk Predictor Using Auto ML/4. Model Building Part 1.srt 8.1 KB
  • ~Get Your Files Here !/2. Project-1 Heart Attack Risk Predictor Using Auto ML/5. Model Building Part 2.mp4 33.7 MB
  • ~Get Your Files Here !/2. Project-1 Heart Attack Risk Predictor Using Auto ML/5. Model Building Part 2.srt 6.1 KB
  • ~Get Your Files Here !/2. Project-1 Heart Attack Risk Predictor Using Auto ML/6. Model building and Predictions using Auto ML (Eval ML).mp4 61.4 MB
  • ~Get Your Files Here !/2. Project-1 Heart Attack Risk Predictor Using Auto ML/6. Model building and Predictions using Auto ML (Eval ML).srt 11.2 KB
  • ~Get Your Files Here !/3. Data Analysis.jpeg 162.3 KB
  • ~Get Your Files Here !/3. Project-2 Credit card fraud detection/1. Introduction to the Project.mp4 29.5 MB
  • ~Get Your Files Here !/3. Project-2 Credit card fraud detection/1. Introduction to the Project.srt 7 KB
  • ~Get Your Files Here !/3. Project-2 Credit card fraud detection/2. Importing Libraries and DataSet.mp4 27.4 MB
  • ~Get Your Files Here !/3. Project-2 Credit card fraud detection/2. Importing Libraries and DataSet.srt 5 KB
  • ~Get Your Files Here !/3. Project-2 Credit card fraud detection/3. Data Analysis.mp4 43.4 MB
  • ~Get Your Files Here !/3. Project-2 Credit card fraud detection/3. Data Analysis.srt 9.3 KB
  • ~Get Your Files Here !/3. Project-2 Credit card fraud detection/4. Model Building using ML.mp4 58.3 MB
  • ~Get Your Files Here !/3. Project-2 Credit card fraud detection/4. Model Building using ML.srt 11.8 KB
  • ~Get Your Files Here !/3. Project-2 Credit card fraud detection/5. Model Building and Prediction using PyCaret(AutoML).mp4 97 MB
  • ~Get Your Files Here !/3. Project-2 Credit card fraud detection/5. Model Building and Prediction using PyCaret(AutoML).srt 15.2 KB
  • ~Get Your Files Here !/4. Project-3 Flight Fare Prediction Using Auto SK Learn (Auto ML)/1. Introduction to the Project..mp4 21.9 MB
  • ~Get Your Files Here !/4. Project-3 Flight Fare Prediction Using Auto SK Learn (Auto ML)/2. Importing Libraries and DataSet.mp4 45.2 MB
  • ~Get Your Files Here !/4. Project-3 Flight Fare Prediction Using Auto SK Learn (Auto ML)/3. Data Analysis.mp4 31.6 MB
  • ~Get Your Files Here !/4. Project-3 Flight Fare Prediction Using Auto SK Learn (Auto ML)/4. Feature Engineering 1.mp4 43.6 MB
  • ~Get Your Files Here !/4. Project-3 Flight Fare Prediction Using Auto SK Learn (Auto ML)/5. Feature Engineering 2.mp4 50.7 MB
  • ~Get Your Files Here !/4. Project-3 Flight Fare Prediction Using Auto SK Learn (Auto ML)/6. Feature Selection.mp4 25 MB
  • ~Get Your Files Here !/4. Project-3 Flight Fare Prediction Using Auto SK Learn (Auto ML)/7. Model Building using ML.mp4 38.5 MB
  • ~Get Your Files Here !/4. Project-3 Flight Fare Prediction Using Auto SK Learn (Auto ML)/8. Model Building and Prediction using Auto SK Learn.mp4 41.9 MB
  • ~Get Your Files Here !/5. Project-4 Petrol Price Forecasting Using Auto Keras/1. Introduction to the Project.mp4 30.6 MB
  • ~Get Your Files Here !/5. Project-4 Petrol Price Forecasting Using Auto Keras/2. Importing Libraries and Data Set.mp4 20 MB
  • ~Get Your Files Here !/5. Project-4 Petrol Price Forecasting Using Auto Keras/3. Data Analysis and splitting of Data.mp4 40 MB
  • ~Get Your Files Here !/5. Project-4 Petrol Price Forecasting Using Auto Keras/4. Data Preprocessing.mp4 36.8 MB
  • ~Get Your Files Here !/5. Project-4 Petrol Price Forecasting Using Auto Keras/5. Model Building and Prediction using LSTM model.mp4 32.5 MB
  • ~Get Your Files Here !/5. Project-4 Petrol Price Forecasting Using Auto Keras/6. Model Building and prediction using ARIMA and Auto Keras.mp4 37.5 MB
  • ~Get Your Files Here !/6. Project-5 Bank Customer Churn Prediction Using H2O Auto ML/1. Introduction to the Project..mp4 33 MB
  • ~Get Your Files Here !/6. Project-5 Bank Customer Churn Prediction Using H2O Auto ML/2. 2a Importing Libraries and Data Set.mp4 25.1 MB
  • ~Get Your Files Here !/6. Project-5 Bank Customer Churn Prediction Using H2O Auto ML/3. Data Analysis.mp4 65.2 MB
  • ~Get Your Files Here !/6. Project-5 Bank Customer Churn Prediction Using H2O Auto ML/4. 4a Feature Engineering.mp4 47.4 MB
  • ~Get Your Files Here !/6. Project-5 Bank Customer Churn Prediction Using H2O Auto ML/5. Model Building and Prediction using ANN.mp4 34.1 MB
  • ~Get Your Files Here !/6. Project-5 Bank Customer Churn Prediction Using H2O Auto ML/6. Model Building and Prediction using H2O Auto ML(Auto ML).mp4 92 MB
  • ~Get Your Files Here !/7. Project-6 Air Quality Index Predictor Using TPOT With End-To-End Deployment (A/1. Introduction to the Project.mp4 35.4 MB
  • ~Get Your Files Here !/7. Project-6 Air Quality Index Predictor Using TPOT With End-To-End Deployment (A/2. Importing Libraries and Data sets.mp4 31 MB
  • ~Get Your Files Here !/7. Project-6 Air Quality Index Predictor Using TPOT With End-To-End Deployment (A/3. Data Analysis.mp4 67.7 MB
  • ~Get Your Files Here !/7. Project-6 Air Quality Index Predictor Using TPOT With End-To-End Deployment (A/4. feature Engineering.mp4 30.7 MB
  • ~Get Your Files Here !/7. Project-6 Air Quality Index Predictor Using TPOT With End-To-End Deployment (A/5. Model Building using ML- 1.mp4 69.1 MB
  • ~Get Your Files Here !/7. Project-6 Air Quality Index Predictor Using TPOT With End-To-End Deployment (A/6. Model Building using ML- 2.mp4 45.1 MB
  • ~Get Your Files Here !/7. Project-6 Air Quality Index Predictor Using TPOT With End-To-End Deployment (A/7. Model Building and Predictions using TPOT Library(AUto ML).mp4 43.4 MB
  • ~Get Your Files Here !/7. Project-6 Air Quality Index Predictor Using TPOT With End-To-End Deployment (A/8. Deployment of Model using Flask API.mp4 63.4 MB
  • ~Get Your Files Here !/8. Project-7 Rain Prediction Using ML models & PyCaret With Deployment (Auto ML)/1. Introduction to the Project.mp4 21.5 MB
  • ~Get Your Files Here !/8. Project-7 Rain Prediction Using ML models & PyCaret With Deployment (Auto ML)/2. Importing Libraries and DataSet.mp4 45.6 MB
  • ~Get Your Files Here !/8. Project-7 Rain Prediction Using ML models & PyCaret With Deployment (Auto ML)/3. Data Analysis and Handling Missing Values- 1.mp4 38.3 MB
  • ~Get Your Files Here !/8. Project-7 Rain Prediction Using ML models & PyCaret With Deployment (Auto ML)/4. Data Analysis and Handling Missing Values- 2.mp4 50 MB
  • ~Get Your Files Here !/8. Project-7 Rain Prediction Using ML models & PyCaret With Deployment (Auto ML)/5. Feature Engineering.mp4 70.5 MB

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